Rural Americans have a .30-06 (or similar rifle) and know how to use it, and they often have access to more powerful guns. The question is can you hit a moving target without hitting the kids in the yard - unlikely no matter how much you train.
.30 caliber is a little light for this job, but it will work if you aim well. Generally you would want a more powerful gun.